A fuzzy functional k -means approach for monitoring Italian regions according to health evolution over time
作者： Fabrizio Maturo , John Ferguson , Tonio Di Battista , Viviana Ventre
DOI: 10.1007/S00500-019-04505-2
关键词: Machine learning 、 Fuzzy set 、 Smoothing 、 Artificial intelligence 、 Computational intelligence 、 Functional data analysis 、 Context (language use) 、 Computer science 、 Fuzzy logic 、 k-means clustering
摘要: In recent decades, functional data analysis has attracted the attention of many researchers in mathematics and statistics. For this reason, both the theory and applications have …
springer.com
sci-hub.se 
researchgate.net 参考文章(42)
J. O. Ramsay, C. J. Dalzell, Some Tools for Functional Data Analysis Journal of the royal statistical society series b-methodological. ,vol. 53, pp. 539- 561 ,(1991) , 10.1111/J.2517-6161.1991.TB01844.X
Reinhard Viertl, Statistical Methods for Fuzzy Data ,(2011)
Frank Klawonn, Rudolf Kruse, Roland Winkler, Fuzzy clustering Fuzzy Sets and Systems. ,vol. 281, pp. 272- 279 ,(2015) , 10.1016/J.FSS.2015.06.024
H.-J. Zimmermann, Fuzzy Sets—Basic Definitions Springer, Dordrecht. pp. 11- 21 ,(1991) , 10.1007/978-94-015-7949-0_2
Manuel Febrero-Bande, Manuel Oviedo de la Fuente, Statistical Computing in Functional Data Analysis: TheRPackagefda.usc Journal of Statistical Software. ,vol. 51, pp. 1- 28 ,(2012) , 10.18637/JSS.V051.I04
Thomas Lefèvre, Claire Rondet, Isabelle Parizot, Pierre Chauvin, Applying multivariate clustering techniques to health data: the 4 types of healthcare utilization in the Paris metropolitan area. PLOS ONE. ,vol. 9, ,(2014) , 10.1371/JOURNAL.PONE.0115064
Antonio Cuevas, A partial overview of the theory of statistics with functional data Journal of Statistical Planning and Inference. ,vol. 147, pp. 1- 23 ,(2014) , 10.1016/J.JSPI.2013.04.002
Hervé Cardot, Frédéric Ferraty, Pascal Sarda, Functional linear model Statistics & Probability Letters. ,vol. 45, pp. 11- 22 ,(1999) , 10.1016/S0167-7152(99)00036-X
T. Runkler, F. Klawonn, R. Kruse, V. J. Rayward-Smith, F. Hoppner, Fuzzy Cluster Analysis: Methods for Classification, Data Analysis and Image Recognition ,(1999)
Manuel Escabias, Ana M. Aguilera, M. Carmen Aguilera-Morillo, Functional PCA and Base-Line Logit Models Journal of Classification. ,vol. 31, pp. 296- 324 ,(2014) , 10.1007/S00357-014-9162-Y